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Optimization & Theory

43,292 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (17,731) Learning Theory (6,809) Bayesian Inference (6,267) Theory (5,579) Statistical Learning (4,564) Neural Network Optimization (4,155) Stochastic Processes (2,948) Stochastic Methods (1,283) Loss Functions (1,220) Distributed Learning (1,202) Online Algorithms (1,013) Statistics (822) Generalization (376) Information Theory (370) Sample Complexity (282) Sparse Optimization (241) Game Theory (151) Convex Optimization (132) Optimal Transport (104) Robust Optimization (84) Distributed Optimization (73) Approximation Algorithms (33)

Papers per year

1
52
352
828
3,646
5,854
2000
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'25

Papers (including subtopics)

DiMa: Understanding the Hardness of Online Matching Problems via Diffusion Models ICML 2025 Dimension-Free Adaptive Subgradient Methods with Frequent Directions ICML 2025 Dimension-Independent Rates for Structured Neural Density Estimation ICML 2025 Di[M]O: Distilling Masked Diffusion Models into One-step Generator ICCV 2025 DINT Transformer EMNLP 2025 DIRAS: Efficient LLM Annotation of Document Relevance for Retrieval Augmented Generation NAACL 2025 Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models ICML 2025 Direct Distributional Optimization for Provable Alignment of Diffusion Models ICLR 2025 Direct Estimation of Attenuation Information from Sinograms for Positron Emission Tomography Reconstruction IJCAI 2025 Direct Judgement Preference Optimization EMNLP 2025 Direct Prediction Set Minimization via Bilevel Conformal Classifier Training ICML 2025 Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward NAACL 2025 Direct Prompt Optimization with Continuous Representations ACL 2025 Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values EMNLP 2025 Dirichlet Process-Based Robust Clustering Using the Median-of-Means Estimator IJCAI 2025 Disagreements in analyses of rhetorical text structure: A new dataset and first analyses ACL 2025 DISC: Backpressure Mitigation In Multi-tier Applications With Distributed Shared Connection NSDI 2025 DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery CVPR 2025 DiSCo: Device-Server Collaborative LLM-based Text Streaming Services ACL 2025 DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spaces AAAI 2025 DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction ICML 2025 Discovering Global False Negatives On the Fly for Self-supervised Contrastive Learning ICML 2025 Discovering Spoofing Attempts on Language Model Watermarks ICML 2025 Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA ICLR 2025 Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension ICML 2025